South Korea's startup ministry will open selection of six more Startup Cities this month
South Korea's startup ministry will issue a notice this month to select six more Startup Cities, joining the current four. A founder at the Daejeon roundtable said regional funds have little to invest, so the notice's terms will show whether designation brings capital.
Reality
- Evidence40
- Adoption25
- Hype gap+30
- Incentives
- Not scored
- Confidence50
KAIST team places single MoS2 crystals at chosen sites across 400 patterns
A KAIST-led team grew a single MoS2 crystal at its assigned site in over 99% of 400 patterned regions, per a Nature paper. The team has not built a stacked processor or measured any speed or energy gain.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+12
- Incentives
- Not scored
- Confidence60
Ethylene carbonate and sulfolane, mixed 3 to 7, stretch a lithium metal cell to 150 cycles
KAIST and UNIST researchers kept a lithium metal cell at about 80% capacity for 150 cycles, triple a conventional carbonate electrolyte. The recipe avoids fluorinated solvents and concentrated salts. Its savings depend on prices not yet published.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+30
- Incentives40
- Confidence45
KAIST team catches HZO memory films forming new domains while older ones spread
KAIST researchers imaged hafnium zirconium oxide memory films switching by two processes at once, with new polarized domains forming while existing ones grew. A model tying that picture to device electrical data offers a basis for tuning write speed and uniformity, though the account reports no switching times.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+18
- Incentives
- Not scored
- Confidence48
LS Electric takes 50% of Nan Ya L&S, a Taiwan power-infrastructure venture whose other half belongs to two Formosa Plastics Group affiliates. It moves LS from selling power equipment in Taiwan to bidding for engineering and construction contracts on the island's grid.
Reality
- Evidence55
- Adoption15
- Hype gap+10
- Incentives50
- Confidence60
Westinghouse wants more than $175 million a reactor to let Korea build the APR1400 in the US
Westinghouse is demanding more than the $175 million licensing fee on each APR1400 built in the US, The Seoul Economic Daily reports. A bigger payment leaves Korea less room on cost and less of the work it needs to make the US reactors commercially reasonable.
Reality
- Evidence45
- Adoption15
- Hype gap+20
- Incentives70
- Confidence50
People primed to feel accepted by a group wrote more persuasive dissents in KAIST experiments
KAIST researchers report in Scientific Reports that people primed to feel secure in a group wrote more detailed, persuasive dissenting arguments. The tests used hypothetical scenarios, so they say more about the quality of dissent than about whether real teams avoid groupthink.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+30
- Incentives35
- Confidence45
X-ray laser movies show azobenzene switches shape by pedalling its central nitrogen atoms
KAIST-led chemists filmed azobenzene's first picoseconds with ultrafast X-rays, finding a nitrogen-centred twist behind a switch debated for nearly 50 years. Designers of light-driven materials and molecular machines now have a measured mechanism to work from.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+5
- Incentives
- Not scored
- Confidence60
buildOne report1 publisher AgSpec nearly doubles speculative draft length by indexing code the way coding agents write it
KAIST and Seoul National University's AgSpec nearly doubles accepted draft length for coding agents by indexing files in the diff and JSON forms agents emit. It lives entirely in the retrieval index and leaves model weights untouched.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence40
buildOne report1 publisher Picking among eight candidate commands per turn lifts a 9B terminal agent from 50% to 68%
NVIDIA and KAIST researchers lifted a 9B terminal agent from 50.00% to 68.03% Pass@1 by letting a stronger model pick among eight commands per turn. A 9B judge trained on that model's preferences reached 57.14%.
Reality
- Evidence38
- Adoption
- Not scored
- Hype gap+35
- Incentives
- Not scored
- Confidence40
buildOne report1 publisher KAIST and Microsoft cut a grep agent's input tokens 57% by mapping named entities first
KAIST and Microsoft researchers say a map of named entities cut a search agent's input tokens from 206,500 to 88,100 per query on EnterpriseRAG-Bench. Whether that saving holds outside the benchmark depends on what the map costs to build and keep current.
Reality
- Evidence50
- Adoption
- Not scored
- Hype gap+15
- Incentives
- Not scored
- Confidence45
KAIST puts protons on a schedule to make zinc-ion cells store more and charge faster
An amine-modified 2D metal-organic framework stores zinc first and protons second, reporting 368.7 mAh/g and 500-plus fast cycles. It is a material strategy, not a battery.
Reality
- Evidence45
- Adoption
- Not scored
- Hype gap+30
- Incentives
- Not scored
- Confidence55
KAIST's NUDGE searches gene-network models for the smallest temporary stimulus that redirects cell fate
Kwang-Hyun Cho's group decomposes logic models of gene regulation to enumerate every minimal transient intervention that reaches a target cell state. The evaluation reported so far runs inside those models.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+30
- Incentives70
- Confidence55
Glycerol thickened graphene oxide enough to draw fibers at 5.9 gigapascals
Fifteen years after KAIST reported that graphene oxide sheets align themselves in water, a Nature Materials commentary from Sang Ouk Kim's team traces the line from that phenomenon to fibers spun for heat.
Reality
- Evidence45
- Adoption34
- Hype gap+33
- Incentives72
- Confidence52
One chiral catalyst ran both an asymmetric allylation and a Mukaiyama aldol at Sungkyunkwan
Do Hyun Ryu's group at Sungkyunkwan University published two asymmetric catalysis papers in Angewandte Chemie, one running two carbon-carbon bond formations off a single catalyst and one building tetrahydrofuran rings from achiral inputs.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+15
- Incentives70
- Confidence58
Lymph-node-like immune hubs in mouse skull bone marrow respond to glioblastoma before distant nodes do
The WashU group reports in Nature that the structures activate in mice before distant lymph nodes get the signal, and that a gel of three immune proteins placed under the scalp boosted the antitumor response.
Reality
- Evidence52
- Adoption
- Not scored
- Hype gap+30
- Incentives68
- Confidence55
A glucose-fed E. coli strain matched a commercial hot-melt adhesive in a steel lap-shear test
Sang Yup Lee's group at KAIST rebuilt the bacterium's metabolism to assemble two aromatic PHA polymers from sugar. The best titre reached 52.8 grams per litre. The stronger of the two polymers was the weaker producer.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+14
- Incentives62
- Confidence55
Samsung's contract degrees attract 13.44 applicants for every seat
Samsung Electronics and SK Hynix help design Korean university degrees that fund students for years and then hire them at ordinary entry-level pay. Applicants are queuing 13.44 and 9.14 deep for each seat.
Reality
- Evidence62
- Adoption61
- Hype gap+14
- Incentives68
- Confidence58
A methyl mark on RNA helps route transcripts to the far tips of mouse axons
Deleting the enzyme that installs m6A left developing mouse neurons with stunted axons. A KAIST group has now mapped which RNAs carry the mark and named the proteins that read it and haul it outward.
Reality
- Evidence58
- Adoption
- Not scored
- Hype gap+18
- Incentives60
- Confidence62
KAIST sorts a user's unspoken correction into two signals a robot can act on
The neural value alignment work with Microsoft Research Asia decodes brain waves to tell an agent whether its goal or its method was wrong. The speed claim comes from simulations.
Reality
- Evidence34
- Adoption
- Not scored
- Hype gap+33
- Incentives62
- Confidence41